Experience: 3+ years

Location: PAN India

Mandatory Skills: Python, MLAI, Deep Learning, NLP, NER packages, Semantic modelling, Elastic

Search or Apache Solr

Job Description:

  • Ability to design and develop machine learning and deep learning systems
  • Running machine learning tests and experiments.
  • Implementing appropriate ML algorithms.
  • Ability to plan, execute, measure results and drive improvement on a continuing basis;
  • Managing available resources such as hardware, data and personnel so that deadlines are met
  • Strategic thinking and ability to communicate on every level;
  • Collaborate with team to brainstorm and share ideas to solve business problems.
  • Mentor junior and mid-level engineers;
  • Work collaboratively with team members and others stakeholders to achieve goals;
  • Passionate about AI and stay up-to-date with the latest development in the field.

Experience:

  • Hands on experience in consuming NumPy, Pandas and their features.
  • Effective visualization the text data and make inferences based on that, should also come up with appropriate data cleansing technique. (Hands on NLP libraries and Regex is must).
  • Using effective text representation techniques to transform natural language into useful feature. (Hands on using pretrained model and creating custom model is must)
  • Training, evaluating and explaining the models (Able to develop ML and DL model for document classification, document clustering, sentiment analysis etc..)
  • Hands experience in using NLP libraries or custom model to identify entities and relationship between entities. (Must know Spacy, NLTK, Stanford core NLP and deep learning model)
  • Experience in establishing semantic relationship and similarity between documents. (Hands on word embedding and tools like Solr , Elastic search)
  • Working knowledge and implementation of algorithm (like LDA, LSI) to extract keywords from document. (Hands on using Genism, graph based and deep learning model)
  • Experience in developing model using ANN, RNN, Attention mechanism. Able to explain all the attributes, parameters involved along with pros and cons.
  • Experience in Computer vision and image data processing.
  • Hands on in utilizing transfer learning concepts both in NLP and Computer Vision field.

Qualification:

  • 3+ years in ML and related technologies;
  • Experience with Python is must.
  • Knowledge of Agile development or other development methodology;
  • A College or University degree in computer science or the equivalent.

Good to Have:

  • Experience in using Google cloud platform or Azure ML platform.
  • Experience in using knowledge graph and advance DL model like BERT and XLNET.
  • Experience with SQL/NoSQL databases.

Required Soft Skills:

  • Demonstrate drive, determination, enthusiasm, and an ability to work effectively as a team member;
  • Exhibit ability to solve problems efficiently;
  • Should be dedicated, self-disciplined, proactive, follow deadlines and able to work independently;
  • Should have good analytical, communication and interpersonal skills.

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